A challenge, however, is that a parts list and its association with disease is generally not sufficient to establish causality, or to provide mechanistic and circuit-level biological insights. Truly understanding cellular function requires perturbing the system – modulating the expression of a gene of interest, and monitoring the downstream consequences. Unfortunately, large-scale compendia of the cellular effects of genetic perturbation have yet to be established as a community resource.